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# Security Framework - BDR Agent Factory
## Overview
Comprehensive security framework ensuring the protection of sensitive insurance data, secure AI capability access, and compliance with regulatory requirements.
---
## Security Architecture
```
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β Security Layers β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β
β β Layer 1: Network Security (Firewall, WAF, DDoS) β β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β
β β β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β
β β Layer 2: Authentication & Authorization (OAuth 2.0) β β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β
β β β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β
β β Layer 3: API Security (Rate Limiting, Input Validation) β β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β
β β β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β
β β Layer 4: Data Encryption (TLS, AES-256) β β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β
β β β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β
β β Layer 5: Audit & Monitoring (SIEM, Logging) β β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ β
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
```
---
## 1. Authentication & Authorization
### OAuth 2.0 Implementation
#### Client Credentials Flow
```python
from authlib.integrations.flask_oauth2 import AuthorizationServer
from authlib.oauth2.rfc6749 import grants
class ClientCredentialsGrant(grants.ClientCredentialsGrant):
def save_token(self, token):
# Save token to database
pass
authorization = AuthorizationServer()
authorization.register_grant(ClientCredentialsGrant)
# Token endpoint
@app.route('/oauth/token', methods=['POST'])
def issue_token():
return authorization.create_token_response()
```
#### Token Structure
```json
{
"access_token": "eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9...",
"token_type": "Bearer",
"expires_in": 3600,
"scope": "capability:invoke system:read audit:read",
"issued_at": "2026-01-03T00:13:00Z"
}
```
#### JWT Token Validation
```python
import jwt
from functools import wraps
from flask import request, jsonify
def require_auth(scopes=None):
"""Decorator to require authentication"""
def decorator(f):
@wraps(f)
def decorated_function(*args, **kwargs):
token = request.headers.get('Authorization', '').replace('Bearer ', '')
if not token:
return jsonify({'error': 'Missing authentication token'}), 401
try:
# Verify token
payload = jwt.decode(
token,
PUBLIC_KEY,
algorithms=['RS256'],
audience='bdr-agent-factory'
)
# Check scopes
if scopes:
token_scopes = payload.get('scope', '').split()
if not any(scope in token_scopes for scope in scopes):
return jsonify({'error': 'Insufficient permissions'}), 403
# Add user info to request context
request.user_id = payload.get('sub')
request.client_id = payload.get('client_id')
return f(*args, **kwargs)
except jwt.ExpiredSignatureError:
return jsonify({'error': 'Token expired'}), 401
except jwt.InvalidTokenError:
return jsonify({'error': 'Invalid token'}), 401
return decorated_function
return decorator
# Usage
@app.route('/v1/capabilities/<capability_id>/invoke', methods=['POST'])
@require_auth(scopes=['capability:invoke'])
def invoke_capability(capability_id):
# Capability invocation logic
pass
```
### Role-Based Access Control (RBAC)
```python
class Role:
ADMIN = 'admin'
DEVELOPER = 'developer'
ANALYST = 'analyst'
AUDITOR = 'auditor'
SYSTEM = 'system'
class Permission:
# Capability permissions
CAPABILITY_INVOKE = 'capability:invoke'
CAPABILITY_READ = 'capability:read'
CAPABILITY_WRITE = 'capability:write'
# System permissions
SYSTEM_READ = 'system:read'
SYSTEM_WRITE = 'system:write'
# Audit permissions
AUDIT_READ = 'audit:read'
AUDIT_WRITE = 'audit:write'
# Governance permissions
GOVERNANCE_READ = 'governance:read'
GOVERNANCE_WRITE = 'governance:write'
ROLE_PERMISSIONS = {
Role.ADMIN: [
Permission.CAPABILITY_INVOKE,
Permission.CAPABILITY_READ,
Permission.CAPABILITY_WRITE,
Permission.SYSTEM_READ,
Permission.SYSTEM_WRITE,
Permission.AUDIT_READ,
Permission.AUDIT_WRITE,
Permission.GOVERNANCE_READ,
Permission.GOVERNANCE_WRITE,
],
Role.DEVELOPER: [
Permission.CAPABILITY_INVOKE,
Permission.CAPABILITY_READ,
Permission.SYSTEM_READ,
Permission.AUDIT_READ,
],
Role.ANALYST: [
Permission.CAPABILITY_INVOKE,
Permission.CAPABILITY_READ,
Permission.AUDIT_READ,
Permission.GOVERNANCE_READ,
],
Role.AUDITOR: [
Permission.AUDIT_READ,
Permission.GOVERNANCE_READ,
],
Role.SYSTEM: [
Permission.CAPABILITY_INVOKE,
Permission.SYSTEM_READ,
Permission.AUDIT_WRITE,
],
}
def check_permission(user_role, required_permission):
"""Check if user role has required permission"""
return required_permission in ROLE_PERMISSIONS.get(user_role, [])
```
---
## 2. Data Encryption
### Encryption at Rest
```python
from cryptography.fernet import Fernet
from cryptography.hazmat.primitives.ciphers import Cipher, algorithms, modes
from cryptography.hazmat.backends import default_backend
import os
class DataEncryption:
def __init__(self, key=None):
"""Initialize with AES-256 encryption key"""
self.key = key or os.environ.get('ENCRYPTION_KEY')
if not self.key:
raise ValueError('Encryption key not provided')
def encrypt_field(self, plaintext):
"""Encrypt sensitive field using AES-256"""
if isinstance(plaintext, str):
plaintext = plaintext.encode('utf-8')
# Generate random IV
iv = os.urandom(16)
# Create cipher
cipher = Cipher(
algorithms.AES(self.key.encode()[:32]),
modes.CBC(iv),
backend=default_backend()
)
# Encrypt
encryptor = cipher.encryptor()
# Pad plaintext to block size
block_size = 16
padding_length = block_size - (len(plaintext) % block_size)
padded_plaintext = plaintext + (bytes([padding_length]) * padding_length)
ciphertext = encryptor.update(padded_plaintext) + encryptor.finalize()
# Return IV + ciphertext (base64 encoded)
import base64
return base64.b64encode(iv + ciphertext).decode('utf-8')
def decrypt_field(self, ciphertext):
"""Decrypt sensitive field"""
import base64
# Decode from base64
encrypted_data = base64.b64decode(ciphertext)
# Extract IV and ciphertext
iv = encrypted_data[:16]
ciphertext = encrypted_data[16:]
# Create cipher
cipher = Cipher(
algorithms.AES(self.key.encode()[:32]),
modes.CBC(iv),
backend=default_backend()
)
# Decrypt
decryptor = cipher.decryptor()
padded_plaintext = decryptor.update(ciphertext) + decryptor.finalize()
# Remove padding
padding_length = padded_plaintext[-1]
plaintext = padded_plaintext[:-padding_length]
return plaintext.decode('utf-8')
# Usage
encryption = DataEncryption()
# Encrypt sensitive data before storing
sensitive_data = "Patient medical history"
encrypted_data = encryption.encrypt_field(sensitive_data)
# Store encrypted_data in database
# ...
# Decrypt when needed
decrypted_data = encryption.decrypt_field(encrypted_data)
```
### Encryption in Transit (TLS)
```python
# Flask app with TLS
from flask import Flask
import ssl
app = Flask(__name__)
if __name__ == '__main__':
context = ssl.SSLContext(ssl.PROTOCOL_TLSv1_2)
context.load_cert_chain('cert.pem', 'key.pem')
app.run(
host='0.0.0.0',
port=443,
ssl_context=context
)
```
### Field-Level Encryption
```python
class EncryptedField:
"""Database field that automatically encrypts/decrypts"""
def __init__(self, encryption_service):
self.encryption = encryption_service
def __set__(self, instance, value):
if value is not None:
encrypted_value = self.encryption.encrypt_field(value)
instance.__dict__[self.name] = encrypted_value
else:
instance.__dict__[self.name] = None
def __get__(self, instance, owner):
encrypted_value = instance.__dict__.get(self.name)
if encrypted_value is not None:
return self.encryption.decrypt_field(encrypted_value)
return None
# Usage in model
class ClaimRecord:
def __init__(self):
self.encryption = DataEncryption()
# Encrypted fields
claimant_ssn = EncryptedField(encryption)
medical_details = EncryptedField(encryption)
# Non-encrypted fields
claim_id = None
claim_amount = None
```
---
## 3. Input Validation & Sanitization
### Input Validation
```python
from pydantic import BaseModel, validator, Field
from typing import List, Optional
import re
class CapabilityInvokeRequest(BaseModel):
"""Validated request model for capability invocation"""
input: dict = Field(..., description="Input data for capability")
options: Optional[dict] = Field(default={}, description="Optional parameters")
@validator('input')
def validate_input(cls, v):
# Check for required fields based on capability
if 'text' in v:
text = v['text']
# Length validation
if len(text) > 10000:
raise ValueError('Text exceeds maximum length of 10000 characters')
# Check for malicious content
if re.search(r'<script|javascript:|onerror=', text, re.IGNORECASE):
raise ValueError('Input contains potentially malicious content')
return v
@validator('options')
def validate_options(cls, v):
# Validate option values
if 'confidence_threshold' in v:
threshold = v['confidence_threshold']
if not 0 <= threshold <= 1:
raise ValueError('Confidence threshold must be between 0 and 1')
return v
# Usage
@app.route('/v1/capabilities/<capability_id>/invoke', methods=['POST'])
@require_auth(scopes=['capability:invoke'])
def invoke_capability(capability_id):
try:
# Validate request
request_data = CapabilityInvokeRequest(**request.json)
# Process validated data
result = process_capability(capability_id, request_data.input, request_data.options)
return jsonify(result), 200
except ValueError as e:
return jsonify({'error': str(e)}), 400
```
### SQL Injection Prevention
```python
from sqlalchemy import create_engine, text
from sqlalchemy.orm import sessionmaker
# GOOD: Use parameterized queries
def get_capability_safe(capability_id):
query = text("SELECT * FROM capabilities WHERE id = :capability_id")
result = session.execute(query, {"capability_id": capability_id})
return result.fetchone()
# BAD: Never use string concatenation
def get_capability_unsafe(capability_id):
# NEVER DO THIS!
query = f"SELECT * FROM capabilities WHERE id = '{capability_id}'"
result = session.execute(query)
return result.fetchone()
```
### XSS Prevention
```python
import bleach
from markupsafe import escape
def sanitize_html(html_content):
"""Sanitize HTML content to prevent XSS"""
allowed_tags = ['p', 'br', 'strong', 'em', 'u']
allowed_attributes = {}
return bleach.clean(
html_content,
tags=allowed_tags,
attributes=allowed_attributes,
strip=True
)
def sanitize_text(text):
"""Escape special characters in text"""
return escape(text)
```
---
## 4. Rate Limiting
### Implementation
```python
from flask_limiter import Limiter
from flask_limiter.util import get_remote_address
import redis
# Initialize rate limiter
limiter = Limiter(
app,
key_func=get_remote_address,
storage_uri="redis://localhost:6379"
)
# Apply rate limits
@app.route('/v1/capabilities/<capability_id>/invoke', methods=['POST'])
@limiter.limit("100 per minute")
@require_auth(scopes=['capability:invoke'])
def invoke_capability(capability_id):
# Capability invocation logic
pass
# Custom rate limit based on user tier
def get_rate_limit():
"""Dynamic rate limit based on user tier"""
user_tier = request.user_tier # From auth token
limits = {
'free': '10 per minute',
'standard': '100 per minute',
'premium': '1000 per minute',
'enterprise': '10000 per minute'
}
return limits.get(user_tier, '10 per minute')
@app.route('/v1/capabilities/<capability_id>/invoke', methods=['POST'])
@limiter.limit(get_rate_limit)
@require_auth(scopes=['capability:invoke'])
def invoke_capability_tiered(capability_id):
# Capability invocation logic
pass
```
---
## 5. Security Headers
### HTTP Security Headers
```python
from flask import Flask
from flask_talisman import Talisman
app = Flask(__name__)
# Configure security headers
Talisman(app,
force_https=True,
strict_transport_security=True,
strict_transport_security_max_age=31536000,
content_security_policy={
'default-src': "'self'",
'script-src': "'self'",
'style-src': "'self'",
'img-src': "'self' data:",
'font-src': "'self'",
},
content_security_policy_nonce_in=['script-src'],
referrer_policy='strict-origin-when-cross-origin',
feature_policy={
'geolocation': "'none'",
'microphone': "'none'",
'camera': "'none'",
}
)
# Additional headers
@app.after_request
def set_security_headers(response):
response.headers['X-Content-Type-Options'] = 'nosniff'
response.headers['X-Frame-Options'] = 'DENY'
response.headers['X-XSS-Protection'] = '1; mode=block'
response.headers['Permissions-Policy'] = 'geolocation=(), microphone=(), camera=()'
return response
```
---
## 6. Secrets Management
### Using Environment Variables
```python
import os
from dotenv import load_dotenv
# Load environment variables
load_dotenv()
class Config:
# Database
DATABASE_URL = os.getenv('DATABASE_URL')
# Encryption
ENCRYPTION_KEY = os.getenv('ENCRYPTION_KEY')
# OAuth
OAUTH_CLIENT_ID = os.getenv('OAUTH_CLIENT_ID')
OAUTH_CLIENT_SECRET = os.getenv('OAUTH_CLIENT_SECRET')
# API Keys
OPENAI_API_KEY = os.getenv('OPENAI_API_KEY')
# JWT
JWT_SECRET_KEY = os.getenv('JWT_SECRET_KEY')
JWT_PUBLIC_KEY = os.getenv('JWT_PUBLIC_KEY')
```
### Using AWS Secrets Manager
```python
import boto3
import json
class SecretsManager:
def __init__(self):
self.client = boto3.client('secretsmanager', region_name='us-east-1')
def get_secret(self, secret_name):
"""Retrieve secret from AWS Secrets Manager"""
try:
response = self.client.get_secret_value(SecretId=secret_name)
return json.loads(response['SecretString'])
except Exception as e:
raise Exception(f"Failed to retrieve secret: {str(e)}")
# Usage
secrets = SecretsManager()
db_credentials = secrets.get_secret('bdr-agent-factory/database')
```
---
## 7. Audit Logging
### Security Audit Logs
```python
class SecurityAuditLogger:
def __init__(self):
self.logger = StructuredLogger('security_audit')
def log_authentication_attempt(self, user_id, success, ip_address, reason=None):
"""Log authentication attempt"""
self.logger.info(
'Authentication attempt',
event_type='authentication',
user_id=user_id,
success=success,
ip_address=ip_address,
reason=reason,
timestamp=datetime.utcnow().isoformat()
)
def log_authorization_failure(self, user_id, resource, required_permission):
"""Log authorization failure"""
self.logger.warning(
'Authorization failed',
event_type='authorization_failure',
user_id=user_id,
resource=resource,
required_permission=required_permission,
timestamp=datetime.utcnow().isoformat()
)
def log_data_access(self, user_id, resource_type, resource_id, action):
"""Log data access"""
self.logger.info(
'Data access',
event_type='data_access',
user_id=user_id,
resource_type=resource_type,
resource_id=resource_id,
action=action,
timestamp=datetime.utcnow().isoformat()
)
def log_security_event(self, event_type, severity, description, **kwargs):
"""Log general security event"""
log_method = getattr(self.logger, severity.lower())
log_method(
description,
event_type=event_type,
severity=severity,
timestamp=datetime.utcnow().isoformat(),
**kwargs
)
# Usage
audit_logger = SecurityAuditLogger()
# Log authentication
audit_logger.log_authentication_attempt(
user_id='user_123',
success=True,
ip_address='192.168.1.1'
)
# Log suspicious activity
audit_logger.log_security_event(
event_type='suspicious_activity',
severity='WARNING',
description='Multiple failed login attempts',
user_id='user_123',
ip_address='192.168.1.1',
attempt_count=5
)
```
---
## 8. Incident Response
### Incident Response Plan
#### Phase 1: Detection
- Monitor security alerts
- Analyze anomalous behavior
- Validate security incidents
#### Phase 2: Containment
- Isolate affected systems
- Revoke compromised credentials
- Block malicious IP addresses
#### Phase 3: Eradication
- Remove malicious code
- Patch vulnerabilities
- Update security rules
#### Phase 4: Recovery
- Restore systems from backups
- Verify system integrity
- Resume normal operations
#### Phase 5: Post-Incident
- Document incident
- Conduct root cause analysis
- Update security procedures
### Incident Response Procedures
```python
class IncidentResponse:
def __init__(self):
self.logger = SecurityAuditLogger()
def detect_incident(self, incident_type, severity, details):
"""Detect and log security incident"""
incident_id = self.create_incident(
incident_type=incident_type,
severity=severity,
details=details
)
# Log incident
self.logger.log_security_event(
event_type='incident_detected',
severity=severity,
description=f'Security incident detected: {incident_type}',
incident_id=incident_id,
**details
)
# Trigger alerts
if severity in ['HIGH', 'CRITICAL']:
self.trigger_alert(incident_id, severity)
return incident_id
def contain_incident(self, incident_id):
"""Contain security incident"""
# Revoke tokens
self.revoke_all_tokens()
# Block suspicious IPs
self.block_suspicious_ips()
# Isolate affected systems
self.isolate_systems()
self.logger.log_security_event(
event_type='incident_contained',
severity='INFO',
description='Incident containment measures applied',
incident_id=incident_id
)
def trigger_alert(self, incident_id, severity):
"""Trigger incident alert"""
# Send to PagerDuty, Slack, email, etc.
pass
```
---
## 9. Vulnerability Management
### Dependency Scanning
```bash
# Scan Python dependencies
pip install safety
safety check
# Scan with Snyk
snyk test
# Scan Docker images
docker scan bdr-agent-factory:latest
```
### Security Testing
```bash
# Static analysis
bandit -r bdr_agent_factory/
# Dependency vulnerabilities
pip-audit
# SAST (Static Application Security Testing)
semgrep --config=auto .
# DAST (Dynamic Application Security Testing)
zap-cli quick-scan http://localhost:8000
```
---
## 10. Compliance
### GDPR Compliance
- **Data minimization**: Collect only necessary data
- **Right to erasure**: Implement data deletion
- **Data portability**: Export user data
- **Consent management**: Track user consent
- **Breach notification**: 72-hour notification requirement
### HIPAA Compliance
- **Access controls**: Role-based access
- **Audit trails**: Complete logging
- **Encryption**: Data at rest and in transit
- **Breach notification**: Timely notification
- **Business associate agreements**: Vendor contracts
### SOC 2 Compliance
- **Security**: Access controls, encryption
- **Availability**: Uptime monitoring
- **Processing integrity**: Data validation
- **Confidentiality**: Data protection
- **Privacy**: Privacy controls
---
## Security Checklist
- [ ] OAuth 2.0 authentication implemented
- [ ] JWT token validation configured
- [ ] RBAC permissions defined
- [ ] TLS/SSL certificates installed
- [ ] Data encryption at rest enabled
- [ ] Field-level encryption for sensitive data
- [ ] Input validation on all endpoints
- [ ] SQL injection prevention verified
- [ ] XSS prevention implemented
- [ ] Rate limiting configured
- [ ] Security headers set
- [ ] Secrets management configured
- [ ] Audit logging enabled
- [ ] Incident response plan documented
- [ ] Vulnerability scanning automated
- [ ] Dependency updates scheduled
- [ ] Security testing in CI/CD
- [ ] Compliance requirements met
- [ ] Penetration testing scheduled
- [ ] Security training completed
---
## Support
For security issues:
- Email: security@bdragentfactory.com
- Bug Bounty: https://bdragentfactory.com/security/bug-bounty
- Security Policy: See SECURITY.md
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